Thiago C. Silva

Scientometrics, July, 2024

Machine learning and economic forecasting: the role of international trade networks.

[BibT_eX]

[DOI]

Paulo V. B. Wilhelm

CoRR, 2024

2023

Does the default pecking order impact systemic risk? Evidence from Brazilian data.

[BibT_eX]

[DOI]

Michel Alexandre

Francisco Aparecido Rodrigues

Krzysztof Michalak

Eur. J. Oper. Res., 2023

Using citation networks to evaluate the impact of text length on the identification of relevant concepts.

[BibT_eX]

[DOI]

Jorge A. V. Tohalino

Renato Alexandre de Lima Lemos

CoRR, 2023

2022

Propension to customer churn in a financial institution: a machine learning approach.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Modeling supply-chain networks with firm-to-firm wire transfers.

[BibT_eX]

[DOI]

Diego Raphael Amancio

Expert Syst. Appl., 2022

Using virtual edges to extract keywords from texts modeled as complex networks.

[BibT_eX]

[DOI]

Jorge A. V. Tohalino

CoRR, 2022

2020

Comparing the impact of subfields in scientific journals.

[BibT_eX]

[DOI]

Xiomara S. Q. Chacón

Scientometrics, 2020

Modeling Economic Networks with Firm-to-Firm Wire Transfers.

[BibT_eX]

[DOI]

CoRR, 2020

Applications of Machine Learning Methods in Complex Economics and Financial Networks.

[BibT_eX]

[DOI]

Ahmet Sensoy

Complex., 2020

2019

Financial Networks 2019.

[BibT_eX]

[DOI]

Ahmet Sensoy

Complex., 2019

Modeling Investor Behavior Using Machine Learning: Mean-Reversion and Momentum Trading Strategies.

[BibT_eX]

[DOI]

Idamar Magalhães Ferreira

Complex., 2019

Internet Access in Brazilian Households: Evaluating the Effect of an Economic Recession.

[BibT_eX]

[DOI]

Florângela Cunha Coelho

Philipp Ehrl

Proceedings of the New Knowledge in Information Systems and Technologies, 2019

2018

Financial Networks.

[BibT_eX]

[DOI]

Ahmet Sensoy

Complex., 2018

2016

An object-based visual selection framework.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Machine Learning in Complex Networks

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-319-17290-3, 2016

2015

High-level pattern-based classification via tourist walks in networks.

[BibT_eX]

[DOI]

Rodrigo Cesar de Castro Miranda

Inf. Sci., 2015

2014

Connectivity and systemic risk in the Brazilian national payments system.

[BibT_eX]

[DOI]

Sergio Rubens Stancato de Souza

J. Complex Networks, 2014

An Object-Based Visual Selection Model Combining Physical Features and Memory.

[BibT_eX]

[DOI]

Alcides Xavier Benicasa

Marcos G. Quiles

Roseli A. Francelin Romero

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013

Classification of multiple observation sets via network modularity.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2013

Handwritten Data Clustering Using Agents Competition in Networks.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2013

Uncovering overlapping cluster structures via stochastic competitive learning.

[BibT_eX]

[DOI]

Inf. Sci., 2013

High Level Pattern Classification via Tourist Walks in Networks

[BibT_eX]

[DOI]

CoRR, 2013

Network-based stochastic competitive learning approach to disambiguation in collaborative networks

[BibT_eX]

[DOI]

CoRR, 2013

Word sense disambiguation via high order of learning in complex networks

[BibT_eX]

[DOI]

CoRR, 2013

Discriminating word senses with tourist walks in complex networks.

[BibT_eX]

[DOI]

CoRR, 2013

2012

Aprendizado de máquina em redes complexas: modelagem, análise e aplicações.

[BibT_eX]

[DOI]

PhD thesis, 2012

Network-Based High Level Data Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Network-Based Stochastic Semisupervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Stochastic Competitive Learning in Complex Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Detecting and Preventing Error Propagation via Competitive Learning.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Neural Network Society Winter Conference, 2012

Semi-supervised learning guided by the modularity measure in complex networks.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Preventing Error Propagation in Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Detecting overlapping structures via network-based competitive learning.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

High Level Classification for Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

Stochastic Competitive Learning Applied to Handwritten Digit and Letter Clustering.

[BibT_eX]

[DOI]

Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

Network-based learning through particle competition for data clustering.

[BibT_eX]

[DOI]

Francisco Aparecido Rodrigues

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

Identifying Abnormal Nodes in Protein-Protein Interaction Networks.

[BibT_eX]

[DOI]

Bilzã Araújo

Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010

2007

Pixel Clustering by Using Complex Network Community Detection Technique.

[BibT_eX]

[DOI]